Dataset Statistics
| Number of Variables |
26 |
| Number of Rows |
23385 |
| Missing Cells |
280620 |
| Missing Cells (%) |
46.2% |
| Duplicate Rows |
7795 |
| Duplicate Rows (%) |
33.3% |
| Total Size in Memory |
7.4 MB |
| Average Row Size in Memory |
332.5 B |
Variable Types
| Categorical |
2 |
| Numerical |
24 |
date
categorical
| Distinct Count |
513 |
| Unique (%) |
2.2% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
1.7 MB |
state
categorical
| Distinct Count |
16 |
| Unique (%) |
0.1% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
1.6 MB |
beds
numerical
| Distinct Count |
171 |
| Unique (%) |
2.2% |
| Missing |
15590 |
| Missing (%) |
66.7% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
121.8 KB |
| Mean |
1923.9687 |
| Minimum |
122 |
| Maximum |
6568 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
beds_covid
numerical
| Distinct Count |
595 |
| Unique (%) |
7.6% |
| Missing |
15590 |
| Missing (%) |
66.7% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
121.8 KB |
| Mean |
433.5823 |
| Minimum |
4 |
| Maximum |
4713 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
beds_noncrit
numerical
| Distinct Count |
392 |
| Unique (%) |
5.0% |
| Missing |
15590 |
| Missing (%) |
66.7% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
121.8 KB |
| Mean |
1851.3039 |
| Minimum |
95 |
| Maximum |
6224 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
admitted_pui
numerical
| Distinct Count |
199 |
| Unique (%) |
2.6% |
| Missing |
15590 |
| Missing (%) |
66.7% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
121.8 KB |
| Mean |
13.3128 |
| Minimum |
0 |
| Maximum |
273 |
| Zeros |
2724 |
| Zeros (%) |
11.7% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
admitted_covid
numerical
| Distinct Count |
386 |
| Unique (%) |
5.0% |
| Missing |
15590 |
| Missing (%) |
66.7% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
121.8 KB |
| Mean |
36.3778 |
| Minimum |
0 |
| Maximum |
748 |
| Zeros |
2487 |
| Zeros (%) |
10.6% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
admitted_total
numerical
| Distinct Count |
490 |
| Unique (%) |
6.3% |
| Missing |
15590 |
| Missing (%) |
66.7% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
121.8 KB |
| Mean |
49.6906 |
| Minimum |
0 |
| Maximum |
797 |
| Zeros |
1640 |
| Zeros (%) |
7.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
discharged_pui
numerical
| Distinct Count |
156 |
| Unique (%) |
2.0% |
| Missing |
15590 |
| Missing (%) |
66.7% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
121.8 KB |
| Mean |
10.0198 |
| Minimum |
0 |
| Maximum |
236 |
| Zeros |
3172 |
| Zeros (%) |
13.6% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
discharged_covid
numerical
| Distinct Count |
376 |
| Unique (%) |
4.8% |
| Missing |
15590 |
| Missing (%) |
66.7% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
121.8 KB |
| Mean |
30.8636 |
| Minimum |
0 |
| Maximum |
629 |
| Zeros |
2464 |
| Zeros (%) |
10.5% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
discharged_total
numerical
| Distinct Count |
454 |
| Unique (%) |
5.8% |
| Missing |
15590 |
| Missing (%) |
66.7% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
121.8 KB |
| Mean |
40.8834 |
| Minimum |
0 |
| Maximum |
726 |
| Zeros |
1735 |
| Zeros (%) |
7.4% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
hosp_covid
numerical
| Distinct Count |
1033 |
| Unique (%) |
13.2% |
| Missing |
15590 |
| Missing (%) |
66.7% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
121.8 KB |
| Mean |
198.3039 |
| Minimum |
0 |
| Maximum |
4218 |
| Zeros |
1010 |
| Zeros (%) |
4.3% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
hosp_pui
numerical
| Distinct Count |
408 |
| Unique (%) |
5.2% |
| Missing |
15590 |
| Missing (%) |
66.7% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
121.8 KB |
| Mean |
35.7869 |
| Minimum |
0 |
| Maximum |
874 |
| Zeros |
1423 |
| Zeros (%) |
6.1% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
hosp_noncovid
numerical
| Distinct Count |
2094 |
| Unique (%) |
26.9% |
| Missing |
15590 |
| Missing (%) |
66.7% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
121.8 KB |
| Mean |
958.5477 |
| Minimum |
0 |
| Maximum |
3407 |
| Zeros |
1 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
beds_icu
numerical
| Distinct Count |
119 |
| Unique (%) |
0.8% |
| Missing |
7795 |
| Missing (%) |
33.3% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
243.6 KB |
| Mean |
46.8491 |
| Minimum |
5 |
| Maximum |
247 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
beds_icu_rep
numerical
| Distinct Count |
111 |
| Unique (%) |
0.7% |
| Missing |
7795 |
| Missing (%) |
33.3% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
243.6 KB |
| Mean |
25.7315 |
| Minimum |
0 |
| Maximum |
227 |
| Zeros |
4086 |
| Zeros (%) |
17.5% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
beds_icu_total
numerical
| Distinct Count |
187 |
| Unique (%) |
1.2% |
| Missing |
7795 |
| Missing (%) |
33.3% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
243.6 KB |
| Mean |
72.5806 |
| Minimum |
5 |
| Maximum |
455 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
beds_icu_covid
numerical
| Distinct Count |
162 |
| Unique (%) |
1.0% |
| Missing |
7795 |
| Missing (%) |
33.3% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
243.6 KB |
| Mean |
41.7166 |
| Minimum |
0 |
| Maximum |
380 |
| Zeros |
82 |
| Zeros (%) |
0.4% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
vent
numerical
| Distinct Count |
143 |
| Unique (%) |
0.9% |
| Missing |
7795 |
| Missing (%) |
33.3% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
243.6 KB |
| Mean |
76.1117 |
| Minimum |
5 |
| Maximum |
432 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
vent_port
numerical
| Distinct Count |
101 |
| Unique (%) |
0.6% |
| Missing |
7795 |
| Missing (%) |
33.3% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
243.6 KB |
| Mean |
34.2226 |
| Minimum |
0 |
| Maximum |
153 |
| Zeros |
140 |
| Zeros (%) |
0.6% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
icu_covid
numerical
| Distinct Count |
259 |
| Unique (%) |
1.7% |
| Missing |
7795 |
| Missing (%) |
33.3% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
243.6 KB |
| Mean |
22.3682 |
| Minimum |
0 |
| Maximum |
532 |
| Zeros |
5540 |
| Zeros (%) |
23.7% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
icu_pui
numerical
| Distinct Count |
30 |
| Unique (%) |
0.2% |
| Missing |
7795 |
| Missing (%) |
33.3% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
243.6 KB |
| Mean |
0.5158 |
| Minimum |
0 |
| Maximum |
80 |
| Zeros |
12984 |
| Zeros (%) |
55.5% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
icu_noncovid
numerical
| Distinct Count |
97 |
| Unique (%) |
0.6% |
| Missing |
7795 |
| Missing (%) |
33.3% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
243.6 KB |
| Mean |
25.4236 |
| Minimum |
0 |
| Maximum |
109 |
| Zeros |
170 |
| Zeros (%) |
0.7% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
vent_covid
numerical
| Distinct Count |
198 |
| Unique (%) |
1.3% |
| Missing |
7795 |
| Missing (%) |
33.3% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
243.6 KB |
| Mean |
11.9359 |
| Minimum |
0 |
| Maximum |
294 |
| Zeros |
6600 |
| Zeros (%) |
28.2% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
vent_pui
numerical
| Distinct Count |
13 |
| Unique (%) |
0.1% |
| Missing |
7795 |
| Missing (%) |
33.3% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
243.6 KB |
| Mean |
0.3029 |
| Minimum |
0 |
| Maximum |
14 |
| Zeros |
13154 |
| Zeros (%) |
56.2% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
vent_noncovid
numerical
| Distinct Count |
65 |
| Unique (%) |
0.4% |
| Missing |
7795 |
| Missing (%) |
33.3% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
243.6 KB |
| Mean |
1.6087 |
| Minimum |
0 |
| Maximum |
80 |
| Zeros |
14204 |
| Zeros (%) |
60.7% |
| Negatives |
0 |
| Negatives (%) |
0.0% |